Motivated by the complementary properties of vanadium-based ferromagnets and HfO-based ferroelectrics, we propose a novel multiferroic oxide, VHfO, through 50% Hf substitution with V in the ferroelectric phase of HfO. First-principles DFT calculations reveal that the -like VHfO phase exhibits dynamic stability and concurrent ferroic orders: robust ferroelectric polarization comparable to HfO and V-driven magnetism. Parallel tempering Monte Carlo simulations identify an antiferromagnetic ground state, while strain engineering enables tunable magnetoelectric coupling. Biaxial in-plane strain induces four magnetic states: intralayer FM/interlayer AFM, intralayer AFM/interlayer FM, spiral-like non-collinear order, and discrete alternating spin alignment. Critically, -axis strain modulates magnetic energy landscapes, demonstrating electromechanical control of magnetism. This work establishes VHfO as a Type-I multiferroic with coexisting atomic-scale ferroic origins and strain-tunable cross-coupling, offering a platform for voltage-controlled spintronics devices.

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